社会网络分析从低到高阅读清单, reading list
凡是搞计量经济的，都关注这个号了
投稿：econometrics666@sina.cn
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上一日，咱们引荐了BATJ巨头急需大批经济学博士, 望奔走相告，激发着圈友研究社科问题的热情。不过，对于是否要投身于业界，各位圈友需要自己权衡，学界与业界到底选择哪一个都掌握在圈友手里。
今天，咱们需要引荐一些社会网络方面的议题。
之前，引荐过社会网络分析大法助你解决三大终极哲学问题，社会网络分析SNA通行Textbook推荐, 值得拥有的经典，受到圈友强烈反响。21世纪什么最重要？当然是社会网络，毕竟你影响着我，我影响着你。以下是一份从基础到高阶SNA分析的阅读清单，对此感兴趣的圈友可以读一读。任何技能的习得都是需要时间积累的，社会网络分析正如火如荼，此时学习掌握也不见晚，只要时刻保持学习的激情和务实的态度就好。
1. Introductory Part
Introduction to Social Network Theory
*Hinde, R.A. 1976. “Interactions, Relationships and Social Structure.” Man 11, 1: 1-17. reader
*Emirbayer, Mustafa and Jeff Goodwin. 1994. “Network Analysis, Culture, and the Problem of Agency.” American Journal of Sociology 99: 1411-1154. reader
*Emirbayer, Mustafa. 1997. “Manifesto for a Relational Sociology.” American Journal of Sociology, Vol. 103, No. 2: 281-317.
*Roethlisberger, F. J. and William J. Dickson. 1939. “The Internal Organization of the Group in the Bank Wiring Observation Room.” Management and the Worker (chapter xxi, pp. 493-510). Cambridge, MA: Harvard University Press. reader
Krackhardt, David. 1992. “The Strength of Strong Ties: The Importance of Philos in Organizations.” In chapter 8 of Networks and Organizations: Structure, Form, and Action. Eds. Nitin Nohria and Robert Eccles. Boston: Harvard Business School Press.
Krackhardt, David. 1993. “Informal Networks: The Company Behind the Chart.” Harvard Business Review (July): 105-111.
Martin Kilduff andWenpin Tsai. 2003. Social Networks andOrganizations. SAGE Publications.
Mayhew, Bruce H. 1980. "Structuralism Versus Individualism: Part I, Shadow Boxing in the Dark." Social Forces 59:335-375.
Mayhew, Bruce H. 1981. "Structualism Versus Individualism: Part II, Ideological and Other Obfuscations." Social Forces 59:627-648.
Monge, Peter and Noshir Contractor. 2003. Theories of Communication in Networks. Oxford, UK: Oxford University Press.
Nadel, Siegfried. F. 1957. The Theory of Social Structure. London: Cohen and West. Chapters 1 and 6, or pages 1-19, 125-152.
Nohria, Nitin. 1992. “Structural Alignments, Individual Strategies, and Managerial Action: Elements Toward a Network Theory of Getting Things Done.” Chapter 6 in Networks and Organizations: Structure, Form, and Action. Harvard: HBS Press.
Peter Monge and Noshir Contractor. 2000. “Emergence of Communication Networks.” In Jablin, F.M. and L.L. Putnam (eds.), Handbook of Organizational Communication.
Podolny, Joel and Karen Page, “Network Forms of Organization,” Annual Review of Sociology, 24, 1998, 57-76.
Radcliffe-Brown. A.R. 1940. “On Social Structure.” Journal of Royal Anthropological Institute of Great Britain and Ireland 70: 188-204.
Simmel, Georg. [1908] 1971. “The Problem of Sociology.” Pp. 23-35 in Georg Simmel on Individuality and Social Forms, edited by Donald N. Levine. University of Chicago.
Tichy, Noel M. 1981. “Networks in Organizations.” Handbook of Organizational Design, Volume 2: Remodeling Organizations and Their Environments. Edited by Paul Nystromn and William Starbuck. Pp 225-249. Oxford, UK: Oxford University Press.
Wellman, Barry and S.D. Berkowitz (Eds.). 1988. “Structural Analysis: From Method and Metaphor to Theory and Substance.” Chapter 2 (pp. 19-61) in Social Structures: A Network Approach. Cambridge: Cambridge University Press. recommended
White, Harrison. 1992. Identity and Control. Princeton: Princeton University Press.
Sociometry and Data Collection
*Scott, John. 2000. “Networks and Relations,” “The Development of Social Network Analysis,”“Handling Relational Data,” “Lines, Direction and Density.” Chapters 1-4 (pp. 1-81) in Social Network Analysis: A Handbook. London: Sage Publications.
*Knoke and Yang. Social Network Analysis. Chapters 1-3 (pp.1-45).
Wasserman, Stanley and Katherine Faust. 1994. Social Network Analysis: Methods and Applications. Chapter 2-4 (pp. 28-166). Cambridge: Cambridge University Press.
See Graph and Digraph Glossary of Bill Cherowitzo:
http://www-math.cudenver.edu/~wcherowi/courses/m4408/glossary.html
Moreno, J. L. 1953 [1934]. Who Shall Survive? Foundations of Sociometry, Group Psychotheraphy and Sociodrama. Beacon, New York: Beacon House Inc.
Moreno, J. L., Helen Jennings and Richard Stockton. 1943. “Sociometry in the Classroom.” Sociometry 6, 4: 425-428.
Hallworth, H.J. 1953. “Sociometric Relationships Among Grammar Schools Boys and Girls Between the Ages of Eleven and Sixteen Years.” Sociometry 16, 1: 39-70.
Dahlke, H. Otto. 1953. “Determinants of Sociometric Relations Among Children in the Elementary School.” Sociometry 16, 4: 327-338.
Pool, Ithiel de Sola and Manfred K. 1978. “Contacts and Influence.” Social Networks 1:5-51.
Data Collection Issues
*Marsden, Peter V. 2005. “Recent Developments in Network Measurement.” Chapter 2 in Models and Methods in Social Network Analysis (pp. 8-30), edited by Peter Carrington,
John Scott, and Stanley Wasserman. Cambridge University Press. reader
Laumann, Edward O., Peter Marsden and David Prensky. 1983. “The Boundary Specification Problem in Network Analysis.” In Ron S. Burt and M.J. Minor (Eds.), Applied Network Analysis: A Methodological Introduction. London: Sage Publications. recommended
Granovetter, Mark. 1976. “Network Sampling: Some First Steps.” American Journal of Sociology 83: 1287-1303. recommended
Marsden, Peter V. 1990. “Network Data and Measurement.” Annual Review of Sociology 16: 435-463.
Costenbader, E., & Valente TW. 2003. “The stability of centrality measures when networks are sampled.” Social Networks, 25, 283-307
Wasserman, Stanley and Katherine Faust. 1994. Social Network Analysis: Methods and Applications. Chapter 2 (pp. 28-66). Cambridge: Cambridge University Press.
Killworth, Peter D. and H. Russell Bernard. 1976. “Informant Accuracy in Social Network Data.” Human Organization 35: 269-286.
----- 1979. “Informant Accuracy in Social Network Data III: A Comparison of Triadic Structure in Behavioral and Cognitive Data.” Social Networks 2: 10-46.
Freeman, Linton C., A.K. Romney and S.C. Freeman. 1987. “Cognitive Structure and Informant Accuracy.” American Anthropologist 89: 310-325.
McPherson, J. Miller. 1982. “Hypernetwork Sampling: Duality and Differentiation Among Voluntary Organizations.” Social Networks 3: 225-249.
Krackhardt, David. 1987. “Cognitive Social Structures.” Social Networks 9: 109-134.
Carley, Kathleen and Michael Palmquist. 1992. “Extracting, Representing, and Analyzing Mental Models.” Social Forces 70:601-636.
Kumbasser, Ece, Kimball Romner, and William Batchelder. 1994. “Systematic Biases in Social Perception.” American Journal of Sociology 100, 2: 477-505.
Scott L. Feld. 1991. “Why Your Friends Have More Friends than You Do.” American Journal of Sociology 96:1464-1477.
Entering Data and Graphing Algorithms
*Hanneman, Robert A. and Mark Riddle. Introduction to Social Network Methods, Riverside, CA: University of California, Riverside. (Not in packet – Highly recommended for UCINET). http://www.faculty.ucr.edu/~hanneman/
Everton, Sean. “A Guide For the Visually Perplexed: Visually Representing Social Networks.” (Not in packet – Highly recommended for UCINET).http://www.docstoc.com/docs/3415693/A-Guide-for-the-Visually-Perplexed
Freeman, Linton C. 2000. “Visualizing Social Networks.” Journal of Social Structure, Volume1(1). See http://www.heinz.cmu.edu/project/INSNA/joss/vsn.html for electronic copy.
Fruchterman, Thomas M.J. and Edward Reingold. 1991. “Graph Drawing by Force-Directed Placement.” Software-Practice and Experience 21(11): 1129-1164. recommended.
Green, Paul. Multidimensional Scaling: Concepts and Applications.
Kamada, Tomihisa and Satoru Kawai. 1989. “An algorithm for drawing general undirected graphs.” Information Processing. Letters, 31(1):7-15 (April 1989). Skim discussion of Kamada-Kawai method. recommended
Kruskal J B and Wish M. 1978. Multidimensional Scaling, Newbury Park: Sage Publications.
Moody, James. 2001. “Peer Influence Groups: Identifying Dense Clusters in Large Networks: Social Networks 23: 261-283. recommended
Schiffman, Susan. Introduction to Multidimensional Scaling.
2. Methodological Beginnings – Basic Triadic and Cohesion Measures
Dyads and Triads
*Taylor, Howard. 1970. Balance in Small Groups. Chapter 2, pp. 11-49. New York: Von Nostrand Reinhold Company. reader
*Wasserman, Stanley and Katherine Faust. 1994. Social Network Analysis: Methods and Applications. Chapter 6 (pp. 220-248) and skim chapters 13-14 (pp. 505-602). Cambridge: Cambridge University Press.
Cartwright, D. and F. Harary. “Structural balance: A Generalization of Heider’s Theory.” In Social Networks, S. Leinhardt Ed.
Davis, James A. “Clustering and Structural Balance in Graphs.” In Social Networks, S. Leinhardt Editor.
Davis, James A. and Samuel Leinhardt. 1972. “The Structure of Positive Interpersonal Relations in Small Groups.” In Sociological Theories in Progress, vol. 2, eds. Joseph Berger, Morris Zelditch, and Bo Anderson (pp. 218-251).
Hallinan, Maureen. 1974. The Structure of Positive Sentiment.
Heider, Fritz. “Attitudes and Cognitive Orientation.” In Social Networks, S. Leinhardt Ed.
Holland, Paul and Samuel Leinhardt. “Transitivity in Structural Models of Small Groups.” In Social Networks, S. Leinhardt Ed.
Tie Strength and Formation
*McPherson, Miller, Lynn Smith-Lovin, and James M Cook. 2001. “Birds of a Feather: Homophily in Social Networks.” Annual Review of Sociology 27:415–44. reader.
*Marsden, P.V. & Campbell, K.E. 1984. “Measuring tie strength.” Social Forces, 63(2): 482- 501. reader
*Granovetter, Mark S. 1977. “The Strength of Weak Ties.” American Journal of Sociology 78: 1360-1380. Also in Lienhardt’s Social Networks, pp 347-367. reader
----- 1983. “The Strength of Weak Ties: A Network Theory Revisited.” Sociological Theory (pp.201-233). recommended
----- 1995 (1974). Getting a Job: A Study of Contacts and Careers. Chicago: University of Chicago Press.
Friedkin, Noah. “A Test of Structural Features of Granovetter’s Strength of Weak Ties Theory.”Social Networks 2: 411-422.
Giordano, Peggy. 1995. “The Wider Circle of Friends in Adolescence.” American Journal of Sociology 101, 3: 661-697.
Hansell, Stephen. 1984. “Cooperative Groups, Weak Ties, and the Integration of Peer Friendships.” Social Psychology Quarterly 47, 4: 316-328.
Lin, Nan, W. Ensel, and J. Vaughn. 1981. “Social Resources and Strength of Ties: Structural Factors in Occupational Attainment.” American Sociological Review 46:393-405.
Parks, Malcolm R. 2007. “Inside Relationships and Networks.” Chapter 2 in Personal Relationships and Personal Networks, Pp. 24-55. London: Lawrence-Erlbaum Publishers.
3: Clusters, Factions and Cores
Components, Cores, Cliques, and Clusters
*Scott, John. 2000. “Components, Cores and Cliques.” Chapter 6 in Social Network Analysis: A Handbook. London: Sage Publications.
*Knoke and Sang. Social Network Analysis. Pp. 72-76.
*Moody, James and Douglas R. White. 2003. “Social Cohesion and Embeddedness.” American Sociological Review 68:103-127. reader.
*Kadushin, Charles. 1995. Friendship Among the French Financial Elite.” American Sociological Review 60: 202-221. reader
Baker, Wayne E. 1984. “The Social Structure of a National Securities Market.” American Journal of Sociology 89, 4: 775-811. (recommended)
Coleman, James S. 1961. The Adolescent Society. Chapter 7. New York: Free Press of Glencoe.
Cottrell, John. 1996. Social Networks and Social Influences in Adolescence. London: Routledge.
Frank, Kenneth A. 1995. “Identifying Cohesive Subgroups.” Social Networks 17: 27-56.
----- 1996. “Mapping Interactions Within and Between Cohesive Subgroups.” Social Networks 18: 93-119.
----- 2000. Introduction to KliqueFinder. Unpublished Manuscript.
----- 2000. Kliquefinder: User’s Guide. Unpublished Manuscript.
Frank, Kenneth and Jeff Yasumoto. 1998. “Social Capital Within and Between Subgroups.”
American Journal of Sociology 104, 3: 642-86. (recommended)
Gest, Scott D., James Moody, and Kelly L. Rulison. 2007. “Density or Distinction? The Roles of Data Structure and Group Detection Methods in Describing Adolescent Peer Groups.” Journal of Social Structure, Volume 8, Number 1.
http://www.cmu.edu/joss/content/articles/volume8/GestMoody/
Homans, George. 1950. The Human Group. Chapters 2-6. New Brunswick: Transaction Publishers.
Lankford, Philip. 1974. “Comparative Analysis of Clique Identification Methods.” Sociometry 37, 2: 287-305.
Reitz, Karl P. 1988. “Social Groups in a Monastery.” Social Networks 10: 343-357.
Roethlisberger, F.J. and William J. Dickson. 1942 (1939). Management and the Worker. Part IV “Social Organization of Employees,” Chapters 17-23 (pp. 379-548). Harvard: Harvard University Press.
SAS Institute. 1990. “Introduction to Clustering Procedures” and “The CLUSTER Procedure.”
Chapter 6 in SAS/STAT User’s Guide, Volume 1 (pp. 53-101). Cary, NC: SAS Institute Inc. (recommended - Chapter 18, pp 519-614).
Wasserman, Stanley and Katherine Faust. 1994. Social Network Analysis: Methods and Applications. Skim chapter 7 (pp. 249-290). Cambridge: Cambridge University Press.
White, Douglas R. and Frank Harary. 2001. “The Cohesiveness of Blocks in Social Networks: Node Connectivity and Conditional Density.” Sociological Methodology 31: 305-359.
White, Douglas R. and M.E.J. Newman. 2001. “Fast Approximation Algorithms for Finding Node-Independent Paths.” Working paper from Santa Fe Institute.
4: Centralities and Their Interrelation
Hierarchy Formation and Centrality
*Scott, John. 2000. “Centrality and Centralization.” Chapter 5 in Social Network Analysis: A Handbook. London: Sage Publications.
*Knoke and Sang. Social Network Analysis. Pp. 45-72.
*Chase, Ivan. 1980. “Social Process and Hierarchy Formation in Small Groups: A Comparative Perspective.” American Sociological Review 45: 905-924. reader.
*Gould, Roger V. 2002. “The Origins of Status Hierarchies: A Formal Theory and Empirical Test.” American Journal of Sociology, Volume 107 Number 5: 1143–78. reader
Bonacich, Phillip. “Power and Centrality: A Family of Measures.” American Journal of Sociology 92: 1170-1182.
Chase, Ivan. 1974. “Models of Hierarchy Formation in Animal Societies.” Behavioral Sciences 19: 374-382. recommended
De Waal, Frans. 1982. Chimpanzee Politics. Baltimore: Johns Hopkins University Press. Freeman, Linton. 1979. “Centrality in Social Networks: Conceptual Clarifications.” Social Networks 1: 125-139.
Friedkin, Noah. “Theoretical Foundations for Centrality Measures.” American Journal of Sociology 96: 1478-504.
Gould, Roger. 1989. “Power and Social Structure in Community Elites.” Social Forces 68: 531- 552.
Lloyd, Paulette and Elizabeth Cohen. 1999. “Peer Status in the Middle School: A Natural Treatment for Unequal Participation.” Social Psychology of Education 3: 193-216.
Omark, Donald, F.F. Strayer, and Daniel Freedman. 1980. Dominance Relations: An Ethological View of Human Conflict in Social Interaction. New York: Garland press. Especially chapters 7-12, 21-23, 26.
Ridgeway, Cecila, and David Diekema. 1989. “Dominance and Collective Hierarchy Formation in Male and Female Task Groups.” American Sociological Review 54: 79-93.
Strayer, F.F. 1980. “Child Ethology and the Study of Preschool Social Relations.” Chapter 9 in Friendship and Social Relations in Children. Eds. H.C. Foot, A.J. Chapman, and J.R. Smith. New York: John Wiley and Sons.
Wasserman, Stanley and Katherine Faust. 1994. Social Network Analysis: Methods and Applications. Chapter 5 (pp. 169-219). Cambridge: Cambridge University Press.
5: Affiliation Data and Network Mobility.
Affiliation Networks and Career Structures
*Wasserman, Stanley and Katherine Faust. 1994. Social Network Analysis: Methods and Applications. Chapter 8 (pp. 291-344). Cambridge: Cambridge University Press.
*Breiger, Ronald L. 1974. “The Duality of Persons and Groups.” Social Forces 53: 181-190. Reprinted in B. Wellman and S. Berkowitz, Social Structures, chapter 4 (pp. 83-98).Reader.
*Feld, Scott L. 1981. “The Focused Organization of Social Ties.” American Journal of Sociology 86, 5: 1015-1035. reader
*Borgatti, Stephen P. and Martin Everett. 1997. “Network Analysis of 2-Mode Data.” Social Networks 19: 243-269. reader.
*Chase, Ivan D. 1991. “Vacancy Chains.” Annual Review of Sociology 17: 133-154. reader
Abbott, Andrew. 1990. “Vacancy Models of Historical Data.” Chapter 4 (PP. 80-102) in Social Mobility and Social Structure, edited by Ronald L. Breiger. Cambridge.
Barnett, G. 1993. “Correspondence Analysis: A Method for the Description of Communication Networks.” Pp 136-163 in Progress in Communication Sciences, W.D. Richards and G.
Barnett (eds). Norwood, NJ: Ablex Publishers. Recommended.
Breiger, Ronald L. 1990. “Social Control and Social Networks: A Model From Georg Simmel.” In Structures of Power and Constraint: Papers in Honor of Peter M. Blau. Eds. Craig
Calhoun, Marshall Meyer, and W. Richard Scott. Cambridge: Cambridge Press.
Ennis, James G. 1992. “The Social Organization of Sociological Knowledge: Modeling the Intersection of Specialties.” American Sociological Review 57: 259-265.
Faust, Katherine. 1997. “Centrality in Affiliation Networks” Social Networks 19: 157-191.
Friedkin, Noah and Scott Thomas. 1997. “Social Positions in Schooling.” Sociology of Education 70: 239-256.
Friedkin, Noah. 1998. “The Structure of Social Space.” Chapter 8 in The Structural Theory of Social Influence (Pp. 125-162). Cambridge. recommended for theory
Knoke and Sang. Social Network Analysis. Pp. 103-117. Recommended.
Marsden, Peter and Karen Campbell. 1990. “Recruitment and Selection in Processes: The Organization Side of Job Searches.” Chapter 3 (pp. 59-79) in Social Mobility and Social Structure, edited by Ronald L. Breiger. Cambridge: Cambridge University Press.
McFarland, Daniel A. 2006. “Curricular Flows: Trajectories, Turning Points, and Assignment Criteria in High School Math Careers.” Sociology of Education 79 (3):177-205.
Mintz, Beth and Michael Schwartz. 1981. “Interlocking Directorates and Interest Group Formation.” American Sociological Review 46: 851-869.
Pescosolido, Bernice and Beth Rubin. 2000. “The Web of Group Affiliations Revisited: Social Life, Postmodernism, and Sociology.” American Sociological Review 65, 1: 52-76.
Simmel, Georg. 1955. Conflict and the Web of Group Affiliations. Pp. 125-195. Free Press.
Smith, D. Randoll, and Andrew Abbott. 1983. “A Labor Market Perspective on the Mobility of College Football Coaches.” Social Forces 61, 4: 1147-1167.
White, Harrison C. 1970. “The Logic of Opportunity.” Chapter 1 in Chains of Opportunity: System Models of Mobility in Organizations. Harvard: Harvard University Press.
6: Structural Equivalences and Block-Modeling
Structural Equivalence Classes
*Wasserman, Stanley and Katherine Faust. 1994. Social Network Analysis: Methods and Applications. Chapter 9 (pp. 345-393), Chapter 10 (pp. 394-424). Cambridge: Cambridge University Press.
*Scott, John. 1991. “Positions, Roles and Clusters.” Chapter 7 (pp. 123-145) in Social Network Analysis: A Handbook. London: Sage Publications.
*Knoke and Yang. Social Network Analysis. Pp. 76-96.
Bearman, Peter S. 1993. Relations into Rhetorics : Local Elite Social Structure in Norfolk, England, 1540-1640. New Brunswick, N.J.: Rutgers University Press.
Borgatti, Stephen and Martin Everett. 1992. “Notions of Position in Social Network Analysis,” Sociological Methodology, pp. 1-35.
Breiger, Ronald L., Scott Boorman, and Phipps Arabie. 1975. “An Algorithm for Clustering Relational Data With Applications to Social Network Analysis and Comparison with Multidimensional Scaling.” Mathematical Psychology 12, 3: 328-383.
Burt, Ronald S. 1980. “Models of Network Structure.” Annual Review of Sociology 6: 79-141.
Faust, Katherine. 1988. “Comparison of Methods for Positional Analysis: Structural and General Equivalences.” Social Networks 10: 313-341.
Lorrain, Francois, Harrison C. White. 1971. “Structural Equivalence of Individuals in Social Networks.” Journal of Mathematical Sociology 1: 49-80.
Panning, W.H. 1982. Fitting Blockmodels to Data.” Social Networks 4: 81-101. Block modeling Goodness of Fit and other Blocking Applications
*White, H. C., S. Boorman, R. Breiger. 1976. “Social Structure from Multiple Networks. I. Blockmodels of Roles and Positions.” American Journal of Sociology 81: 730-780.
*Padgett, John F. and Christopher Ansell. 1993. “Robust Action and the Rise of the Medici, 1400-1434.” American Journal of Sociology 93, 6: 1259-1319. reader
Boorman, Scott A. and Harrison White. 1976. “Social Structure for Multiple Networks. II. Role Structures.” American Journal of Sociology 81, 6:1384-1446.
Breiger, Ronald L. 1976. “Career Attributes and Network Structure: A Blockmodel Study of Biomedical Research Specialty.” American Sociological Review 41: 117-135.
-----. 1981. “Structures of Economic Interdependence Among Nations.” Chapter 12 in Continuities in Structural Inquiry, edited by Peter Blau and Robert Merton.
Breiger, Ronald L. and James G. E. 1979. “Personae and Social Roles: The Network Structure of Personality Types in Small Groups.” Social Psychology Quarterly 42, 3: 262-270.
Padgett, John F. 1990. “Mobility as Control: Congressmen Through Committees.” Chapter 2 (pp. 27-58) in Social Mobility and Social Structure, edited by Ronald L. Breiger. Cambridge: Cambridge University Press. Recommended.
Wasserman, Stanley and Katherine Faust. 1994. Social Network Analysis: Methods and Applications. Skim both chapter 12.2-12.4 (pp. 468-481) and Chapter 16 (pp. 675-724).Cambridge: Cambridge University Press. Recommended.
7: Peer Influence and QAP Regression
Contagion and Peer Effect Models
*Christakis, Nicholas A. and James Fowler. 2007. “The Spread of Obesity in a Large Social Network over 32 Years.” The New England Journal of Medicine 357: 370-9. Reader.
*Cohen-Cole, Ethan and Jason Fletcher. 2008. “Is Obesity Contagious? Social Networks vs. Environmental Factors in the Obesity Epidemic.” Journal of Health Economics 27: 1382-1387. Reader
*Friedkin, Noah E. 1990. “Social Networks in Structural Equation Models.” Social Psychology Quarterly 53: 316-328. reader
*Gould, Roger V. 1991. “Multiple Networks and Mobilization in the Paris Commune.” American Sociological Review 56: 716-729. reader
Burt, Ronald S. 1987. “Social Contagion and Innovation: Cohesion Versus Structural Equivalence.” American Journal of Sociology 92: 1287-1335.
Coleman, James S., Elihu Katz, and H. Menzel. 1957. “The Diffusion of an Innovation Among Physicians.” Sociometry 20: 253-270.
Doreian, Patrick. 1981. “Estimating Linear Models With Spatially Distributed Data.” Sociological Methodology (1981): 359-388.
Erbing, Lutz and Alice Young. 1979. “Individuals and Social Structure: Contextual Effects as Endogenous Feedback.” Sociological Methods and Research 7: 396-430.
Fine, Gary Alan. 1992. “Folklore Diffusion Through Interactive Social Networks: Conduits in a Preadolescent Community” (pp. 86-119). In Manufacturing Tales.
Friedkin, Noah E. 1998. A Structural Theory of Social Influence. Cambridge: Cambridge University Press.
Krackhardt, David. 1987. “QAP Partialling as a Test of Spuriousness.” Social Networks 9: 171-86.
----- 1988. “Predictions With Networks: Nonparametric Multiple Regression Analysis of Dyadic Data.” Social Networks 10: 359-381.
Valente, Thomas W. 2001. "Models and Methods for Studying the Diffusion of Innovations." Recent Advances in Network Analysis , P Carrington, Wasserman S., and J. Scott.
Valente, Thomas W. and Davis, Rebecca L. 1999. "Accelerating the Diffusion of Innovations Using Opinion Leaders." The Annals of the American Academy of the Political and Social Sciences. 566:55-67.
Structural Holes
*Burt, Ronald. 2004. “Structural Holes and Good Ideas.” American Journal of Sociology 110, 2: 349-99. reader
-----. 1992. Structural Holes: The Social Structure of Competition. Harvard Press.
-----. 1980. “Autonomy in a Social Topology.” American Journal of Sociology 85: 892-925.
Baker, Wayne and Robert Faulkner. 1991. “Role as Resource in the Hollywood Film Industry.” American Journal of Sociology 97: 279-309.
Simmel, Georg. 1955. Conflict and the Web of Group Affiliations. See pp. 125-195 again for individuality and freedom. New York: Free Press.
8: Exponential-Family Random Graph Models
Network Dynamics / Knowledge Transfer
*Bearman, Peter S., James Moody, and Katherine Stovel. 2004. “Chains of Affection.” American Journal of Sociology 110:44-91. Reader
Gupta, AK and Govindarajan, V. 2000. “Knowledge flows within multinational corporations.” Strategic Management Journal 21, 4: 473-496.
Hansen, MT. 1999. “The search-transfer problem: The role of weak ties in sharing knowledge across organization subunits.” Administrative Science Quarterly 44, 1: 82-111.
Hansen, MT. 2002. “Knowledge Networks: Explain Effective Knowledge Sharing in Multiunit Companies.” Organization Science 13, 3: 232-248.
Hargadon, A and Sutton, R. 1997. “Technology Brokering and Innovation in a Product Development Firm.” Administrative Science Quarterly 42: 716-749.
Padgett, John F. 2001. “Organizational Genesis, Identity, and Control: The Transformation of Banking in Renaissance Florence.” Chapter 5 & 6 in Networks and Markets (pp. 211- 268). James Rauch and Alessandra Casella (eds). Russell Sage.
Padgett, John F. and Paul McLean. 2006. “Organizational Invention and Elite Transformation: The Birth of Partnership Systems in Renaisance Florence.” American Journal of Sociology 111, 5: 1463-1568.
Powell, W.W., Douglas R. White, Kenneth W. Koput & Jason Owen-Smith. 2005. “Network Dynamics and Field Evolution: The Growth of Inter-organizational Collaboration in the Life Sciences.” American Journal of Sociology.
Powell, Walter W., Kenneth W. Koput, and Laurel Smith-Doerr. 1996. “Interorganizational Collaboration and the Locus of Innovation: Networks of Learning in Biotechnology.” Administrative Science Quarterly, Vol. 41, No. 1: 116-145.
Exponential Random Graph Models
*Knoke and Song. Social Network Analysis. Pp. 96-103.
*Robbins, Pattison, Kalish, and Lusher. 2006. “An Introduction to Exponential Random Graph (p*) Models for Social Networks.” Social Networks, Vol. 29, No. 2. (May 2007), pp. 173-191 (reader).
Frank, Kenneth A. 1998. “Quantitative Methods for Studying Social Context in Multilevels and Through Interpersonal Relations.” Review of Research in Education 23: 171-216.
Goodreau, Steven, Mark Handcock, David Hunter, and Carter Butts. 2007. STATNET tutorial. csde.washington.edu/statnet/statnet_tutorial.doc
Snijders, Tom A.B, and Chris Baerveldt. 2003. A Multilevel Network Study of the Effects of Delinquent Behavior on Friendship Evolution. Journal of Mathematical Sociology.
Snijders, Tom A.B. 2001. “The Statistical Evaluation of Social Network Dynamics.” Sociological Methodology pp. 361-395. recommended
Snijders, Tom A.B. 2005. “Models for Longitudinal Network Data.” Chapter 11 in Models and Methods in Social Network Analysis (pp. 215-247), edited by Peter Carrington, John Scott, and Stanley Wasserman. Cambridge University Press. Recommended.
Wasserman, Stanley and Garry Robins. 2005. “An Introduction to Random Graphs, Dependence Graphs, and p*.” Chapter 8 in Models and Methods in Social Network Analysis (pp. 148- 161), edited by Peter Carrington, John Scott, and Stanley Wasserman. Cambridge
University Press.
Network Movies
*Moody, James, Daniel A. McFarland, and Skye Bender-deMoll. 2005. “Dynamic Network Visualization.” American Journal of Sociology 110 (4):1206-1241. reader.
Ashish Sanil, David Banks & Kathleen Carley, 1995, Models for Evolving Fixed Node Networks: Model Fitting and Model Testing. Social Networks , 17(1): 65-81.
Bender-deMoll, Skye and McFarland, Daniel A. (alphabetical listing). 2006. “The Art and Science of Dynamic Network Visualization.” Journal of Social Structure, vol. 7, no. 2. http://www.cmu.edu/joss/content/articles/volume7/deMollMcFarland/Butts, CT. and Carley, KM. “Multivariate Methods for Inter-Structural Analysis.” CASOS Working Paper, Carnegie Mellon University.
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Snijders, Tom A.B. 2001. “The Statistical Evaluation of Social Network Dynamics.” Sociological Methodology:361-395.
可以参考一下: https://sna.stanford.edu/rlabs.php
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